Artificial Intelligence

New agent skill: Amazon SageMaker optimized generative AI inference for your coding agent

Amazon SageMaker optimized generative AI inference introduces the aws-ai-ml skill through the Agent Toolkit for AWS, giving coding agents deep expertise in inference optimization and benchmarking.

Shield AI and U.S. government investment in X-BAT reaches $400 million

Shield AI announced a $150 million U.S. Navy modification to its Other Transaction agreement to advance the AI-piloted X-BAT VTOL fighter aircraft.

Introducing Clef-omni with full multimodality, plus a faster Clef and a cheaper Clef-flash

Cloudflare expands the Clef decision model family with Clef-omni, a natively multimodal pipeline processing audio, video, images, and text.

Into the Omniverse: How Developers Turn Ideas Into Simulations With Frontier AI Agents

Developers assemble assets, connect physics and rendering, and verify scene behavior when turning simulation ideas into applications.

The Zero-Day Blind Spot: Why Your Agentic SOC needs Retrospective Packet Replay

Cisco Blogs reports that the .conf26 Agentic SOC paired Endace full PCAP with Cisco Secure Firewall and Talos rules to retrospectively replay wire data against zero-days.

Disrupting AI-enabled “false front” operations

OpenAI disrupted two AI-enabled influence operations using false-front journalists and a think tank to spread geopolitical messaging.

Introducing ESA’s Earth Virtual Expert

ESA released Earth Virtual Expert, an AI-powered platform to make Earth observation information more accessible and easier to understand.

One Cisco in Action: Inside the Agentic SOC at .conf26

Cisco Cloud Control and Splunk Enterprise Security powered the live Agentic SOC at .conf26 to deliver unified TDIR across live event traffic.

Pay-per-inference for AI agents: How BlockRun and Incarna use Amazon Bedrock AgentCore payments

Amazon Bedrock AgentCore payments enables AI agents to pay for services on demand with spending limits enforced by the infrastructure.

Admin in the Loop: Firewalls and the Agentic SOC

Cisco Secure Firewall and Cloud Control stream Snort 3 and EVE telemetry into Splunk ES to power the Agentic SOC pipeline.

RISED: Rubrics for Agentic Multi-Environment Selection and Self-Distillation

Apple ML research proposes joint LLM agent training across diverse interactive environments as a route to generalist agents.

Building an evidence-grounded agentic security operations harness on Cloudflare

Cloudflare Managed Defense uses AI agents on Workers to analyze security alerts via global network telemetry.

Agent Lightning v1.0: A 3,500-Line Lightweight Agentic RL Framework for Training Agents with Real Harnesses

Microsoft Research reports that training AI agents with reinforcement learning is challenging due to complex frameworks managing tools, context, and decision-making.

Beyond hours saved: Building the business case for agentic automation

Agentic automation delivers value beyond hours saved, enabling AI center of excellence leaders to size full business cases across time savings, exception handling, decision quality, and maintenance economics.

How Qlik built grounded, enterprise-scale AI with Amazon Bedrock

Qlik built Qlik Answers on Amazon Bedrock to provide grounded answers across enterprise data for over 40,000 customers.

Everything we launched during Birthday Week 2026

Cloudflare celebrated its 16th birthday with 46 announcements across open source, post-quantum security, AI agents, and developer platform upgrades.

Beyond the model: Securing the path from intelligence to action in the agentic AI era

AI security must extend beyond the model to protect the complete system enabling intelligent actions in the agentic AI era.

Why Telecom Operators Are Building Their AI Strategy on Open Models

Telecom operators are building AI strategies on open models for reasons beyond cost savings.

Shield AI and Innovaero collaborate on sovereign, autonomous loitering munitions for Australia

Shield AI and Innovaero Technologies collaborate to provide the Australian Defence Force with sovereign autonomous loitering munition capabilities.

Introducing GLM 5.3 on Amazon Bedrock

GLM 5.3, a 753B-parameter mixture-of-experts model from Z.ai, is now available on Amazon Bedrock for coding and long-horizon agentic tasks.

AWS Weekly Roundup: Amazon Bedrock Managed Agents powered by OpenAI, Q3 service availability updates, Kiro workflows, and more (October 5, 2026)

Amazon Bedrock Managed Agents powered by OpenAI entered public preview, built on a customized OpenAI Agents API engineered to be AWS-native and integrated with AWS resources.

Negotiating Ontological Boundaries in User-Authored Personal Sensing Systems

Apple ML research states designed artifacts are ontological, shaping, and at times limiting what becomes possible or imaginable.

Supercharge regulated workloads with Claude Code and Amazon Bedrock

Anthropic Claude Opus 5.5 and Claude Sonnet 5.5 are available on Amazon Bedrock in AWS GovCloud (US) Regions.

One year later: the power of 1.1.1.1 interns

Cloudflare reports 750+ early-career builders shipped real products across 48 teams one year after announcing a goal to hire 1,111 interns.

Agentic retrieval with LangChain and Amazon Bedrock Knowledge Bases

Amazon Bedrock Managed Knowledge Base supports agentic retrieval with LangChain to handle multi-part questions that single-shot retrieval answers poorly.

Introducing Clef: our open-source decision models, and new RL fine-tuning platform

Cloudflare Blog introduces Clef and Clef-flash, open-source decision models hosted on Workers AI for high-speed classification and agentic workflows.

How AI agents are informing JIATF-401’s procurement plans after Falcon Peak

JIATF-401 director details new AI agent procurement plans following Falcon Peak counter-drone hub deployment

Introducing Web Search API via AI Gateway

Cloudflare AI Gateway now supports native web search API integration with Ceramic.ai, Exa, and Linkup.

How NVIDIA GPUs Help Accelerate OpenAI’s GPT-6 Astra Ultrafast

OpenAI's GPT-6 Astra Ultrafast is available now in the API and to eligible ChatGPT Work and Codex users, running on NVIDIA Blackwell GPUs.

When security moves at machine speed, campus networks can’t afford to stop

Cisco Live Protect and xFSU help campus teams reduce exposure, maintain connectivity, and deploy software updates with fewer disruptions as AI-assisted threats accelerate the need for faster security response.

Build Local AI Apps with C++ and NVIDIA TensorRT RTX Samples

NVIDIA Developer Blog states that adding AI models to local applications requires a portable model format, a reliable runtime, and acceleration across target systems.

Beyond Operational Obsolescence: The New Paradigm of IT Management in the AI Era

Cisco's three-pillar strategy—Services as Code, AIOps, and AI-powered DevOps—enables autonomous, self-healing infrastructure to reduce risk and accelerate innovation.

NVIDIA Developer Blog: “NVIDIA Open Agent Safety Platform: A Reference for Continuous In-Silicon Agent Monitoring”

To understand where agentic AI stands today, consider the last seismic shift in technology: the rise of the internet in the 90s.

Forecasting space weather risks on power grids

Extreme space-weather events can damage power systems on Earth and degrade GPS accuracy and satellite operations, according to Microsoft Research.

From Training to Production, NVIDIA and CoreWeave Close the Loop on Agentic AI

CoreWeave and NVIDIA close the loop on agentic AI with purpose-built cloud infrastructure returning investment across deployment generations.

Identify AI model overuse with User Insights

Cloudflare Blog announces AI Gateway User Insights adds task, model, turn, and user categories to help teams understand AI adoption and make better model decisions.

IBM Study: As AI Scales Enterprise-Wide, CFOs Play an Expanded Role in Transformation

Most CFOs report their role has expanded into enterprise technology or AI strategy leadership, per IBM study.

AMD Brings the Power of Agentic AI to Embedded Design and Development Cycle

AMD Ross agentic AI assistant accelerates embedded system design, optimization, debug and deployment across software, silicon and board design.

Arm and NVIDIA: Building the trusted compute foundation for the agentic AI era

Arm powers both sides of the trust boundary for agentic AI, enabling CPUs and infrastructure security.

We tested our own WAF with frontier AI models. Here’s what we found

Cloudflare built a WAF tester that adapted requests based on WAF blocking or passing behavior.

Media Alert: AMD CEO Lisa Su to Lead Keynote at 2026 OCP

AMD CEO Lisa Su will highlight the company's open, full-stack infrastructure for agentic AI at the 2026 OCP keynote.

Introducing Threat Signals: agentic skills for open-source threat intelligence, free for every Cloudflare account

Cloudflare expands Threat Events Platform access and introduces Threat Signals for all accounts.

Build real-time voice applications with vLLM-Omni on SageMaker AI – Part 1

Deploy a text-to-speech model on Amazon SageMaker AI using the AWS vLLM-Omni Deep Learning Container and stream generated speech over a persistent bidirectional connection.

Cloudflare Blog: “Introducing cf: the agentic CLI for the entire Cloudflare API”

Cloudflare releases cf, a new command-line tool mirroring the entire Cloudflare API with programmatic TypeScript configuration support.

Shield AI and Kraken Technology Group demonstrate Hivemind-enabled autonomous maritime teaming

Shield AI and Kraken Technology Group demonstrated autonomous maritime teaming between the K3 SCOUT USV and Hivemind AI pilot on September 28, 2026.

The road to the agentic browser: A Kitesurf update

Cloudflare Blog updated Kitesurf with WebMCP support, improved DOM performance, and terminal-based rendering.

Generate images and video with vLLM-Omni on SageMaker AI – Part 2

AWS vLLM-Omni Deep Learning Container on SageMaker AI enables deployment of two generative media models for simultaneous image and video generation.

With AMD Ryzen AI Max Series Processors, Perplexity Brings Portable Computer to Agentic PCs

AMD Ryzen AI Max Series processors enable Perplexity subscribers to run Portable Computer on agentic PCs.

Accelerating a ROS 2 Node with an AI Agent and NVIDIA Isaac ROS

GPU acceleration can speed up compute-intensive robotics workloads, but a fast CUDA kernel alone does not guarantee a fast ROS 2 graph.

Extending public sector intelligence with Agentforce and AWS

AWS and Agentforce enable public sector agencies to process large volumes of unstructured evidence, including body camera footage and scanned documents.

Accelerate multimodal RL training with SkyRL on Amazon SageMaker HyperPod

AWS blog demonstrates running SkyRL on SageMaker HyperPod to post-train Qwen3-VL-8B with GRPO.

LLM Security Leaderboard Now Ranks Every Modality Where Agent Risk Lives: Text, Image, and Audio

Cisco launched the LLM Security Leaderboard to provide tested data on model resilience against attacks across text, image, and audio modalities.

Building a trusted foundation for confidential AI

Cisco and VAST enable confidential AI by protecting sensitive data and models during use without relinquishing control.

Agentic conversational video intelligence built on AWS

AWS demonstrates an agentic architecture for building conversational video intelligence solutions.

How SWE-Serve Exposes the Gap Between Local Tests and Live Serving

SWE-Serve reveals AI coding agents pass local tests but fail when serving real models.

Sam Altman’s remarks at the United Nations Security Council

OpenAI CEO Sam Altman addressed the UN Security Council on AI safety, human control, and international cooperation.

How to Guide Your Language Flow

Apple researchers introduce probe guidance, using frozen diffusion model states to construct flow matching signals.

Claude Opus 5.5 is now available on AWS

Claude Opus 5.5, Anthropic's most capable model for agentic coding and knowledge work, is now available on Amazon Bedrock and the Claude Platform on AWS.

NetOps is already deploying agentic autonomy – trust will decide how far it goes

Cisco and Omdia research of 1,000 IT leaders confirms a shift to AI-led networks managed by autonomous agents.

“With AI, we need to reconsider what it means to learn”

EPFL Research News reports that artificial intelligence is forcing universities to reinvent how they teach and assess students’ knowledge.

‘Advanced Insights’: How ‘Zen’ Architecture Evolves for the Agentic AI Era (Video)

AMD Newsroom video features Mark Papermaster and Mike Clark discussing Zen architecture evolution and CPUs' growing role in AI.

How Reactiv automates mobile commerce 80% faster with Amazon Bedrock AgentCore

Reactiv built a multi-agent AI Scheduler with Amazon Bedrock AgentCore that autonomously refreshes Shopify merchants' mobile apps, reducing configuration time by 80% and accelerating time to production by 33%.

Enabling Private High-Performance Production AI Inference with NVIDIA Confidential Computing

NVIDIA Developer Blog covers the topic: "Enabling Private High-Performance Production AI Inference with NVIDIA Confidential Computing".

Introducing Amazon CloudWatch Omni: AI-powered observability for generative AI and agentic workloads

Amazon CloudWatch Omni delivers AI-powered observability purpose-built for generative AI and agentic workloads.

From Love Letters to AI Agents: Cybersecurity’s Evolution

Discover how Cisco security solutions and the four pillars of agentic security protect organizations against autonomous AI risks.

Simplifying Model Serving Across Multiple GPUs with NVIDIA TensorRT Multi-Device Integration in NVIDIA Dynamo-Triton

Generative AI compute and memory demands exceed single-GPU capacity, requiring multi-GPU integration.

Cisco Blogs: “Partner Study Shows a Maturing AI Market, Expanding Opportunity for Partners”

Cisco Blogs reports the 2026 Global AI Partner Study surveyed 1,702 partners navigating the rise of agentic AI.

Qwen-Image-2.1: Compact, Efficient, and Unified Image Creation

Qwen Research opensources Qwen-Image-2.1, a compact, efficient, and unified image model balancing quality and cost.

Industry’s first MLPerf™ Inference benchmarking across multi-vendor accelerators

Cisco submitted the industry's first MLPerf Inference benchmark across multi-vendor GPU accelerators, optimizing data center unit economics without workload penalties.

Introducing Amazon SageMaker HyperPod Inference Gateway

Amazon SageMaker HyperPod Inference Gateway is a Kubernetes-native, GPU-aware routing add-on for Amazon EKS.

A shared agentic platform for Wood Mackenzie, on Amazon Bedrock AgentCore

Wood Mackenzie built APEX, a shared agentic AI platform on Amazon Bedrock AgentCore to enable teams to ship production agents without rebuilding runtime, identity, observability, and guardrails from scratch.

Amazon SageMaker Inference: 2026 year-to-date launches in review

Amazon SageMaker AI shipped 13 inference launches year-to-date across fully managed endpoints and HyperPod Inference.

Benchmarking LLM Inference at Scale with AIPerf

NVIDIA Developer Blog reports that model deployment begins with prompt responses on the target system.

Qwen3.8-Omni-Flash: Omni Senses. Agentic Delivery.

Qwen Research launches Qwen3.8-Omni-Flash, a next-generation native omnimodal model.

How to Use AI Agents to Prepare 3D Scenes for Simulation

Agentic AI workflows prepare and validate digital twins for physical AI systems.

Introducing Kimi K3 on Amazon Bedrock

Kimi K3 from Moonshot AI is now available on Amazon Bedrock as an open-weight model for coding and knowledge work.

Migrating multi-model AI agents to Amazon Bedrock AgentCore runtime

AWS migrates multi-model healthcare AI agents from self-managed ECS to Bedrock AgentCore, preserving triple-model orchestration and vector-enhanced knowledge retrieval while reducing infrastructure management.

Cloudflare Blog: “When scanners miss the attack: how Cloudflare Client-Side Security protects storefronts”

See how Cloudflare's machine learning models surface evasive client-side attacks for analyst investigation from malicious JavaScript that silently siphons revenue, hijacks clicks, or rewrites analytics.

Build a serverless PII redaction pipeline with Amazon Bedrock Data Automation

AWS Bedrock Data Automation automates end-to-end PII detection and redaction from scanned documents at scale using a custom blueprint, Step Functions, and Lambda.

Glyph: A Multi-Strategy Agentic System for Column Description and Sensitivity-Ontology Tagging of Enterprise Data Catalogs

Enterprise data lakes accumulate tables faster than human stewards can document or classify them, leaving columns with missing descriptions and unassigned governance labels.

New AI technique could make minimally invasive surgeries safer and more precise

MIT News reports xvr is a patient-specific AI method enabling X-ray use for surgical navigation in orthopedics and neurosurgery.

Translating CUDA Tile Operations from Python to Rust Using Agentic AI

cuTile Rust (cutile-rs) enables safe, idiomatic GPU kernel authoring in Rust, translating CUDA tile operations from Python.

Abnormal AI: Amazon Bedrock AgentCore for agentic email security at scale

Abnormal AI deployed Amazon Bedrock AgentCore Code Interpreter as an ephemeral compute scratch pad for billion-message email threat detection, detailing sandbox design decisions and practical lessons for builders.

Shared Selective Persistent Memory for Agentic LLM Systems

Apple researchers identify that agentic LLM systems lose productive context across sessions, requiring persistent memory to retain configuration and tool-use patterns.

NVIDIA Vera Rubin NVL72 Delivers Leading Performance in MLPerf Inference v6.1 Debut

NVIDIA Blog reports system performance, efficient infrastructure scaling and continuous software optimization are key levers determining AI inference economics.

How NVIDIA Groq 3 LPX Deterministic Execution Drives Power-Efficient High-Interactivity Inference on NVIDIA Vera Rubin

NVIDIA Developer Blog states power is a defining constraint for AI factories.

Build an AI-powered product tagging system with Amazon SageMaker serverless model customization

Amazon SageMaker serverless model customization enables cost-efficient product tagging by fine-tuning Qwen3-8B with supervised and reinforcement learning on catalog data.

Introducing ChatGPT for Financial Services

OpenAI introduces ChatGPT for Financial Services, combining built-in financial data and GPT-6 Astra for research, modeling, and client-ready materials.

MIT Schwarzman College of Computing launches pilot to help educators teach AI across disciplines

MIT hosted a weeklong summer workshop for higher education faculty to explore adapting AI and machine learning materials for classroom use.

AI takes root in university curriculum

More than 12,000 students have returned to classes at EPFL. How has the advance of artificial intelligence transformed higher education?

New method enables AI for safety-critical situations

MIT News reports the The “HardFlow” algorithm could help generative AI models produce high-quality outputs that obey strict requirements for safety-critical situations.

AMD Newsroom: “F-Secure and AMD Silo AI Help Secure Agentic AI Journeys”

F-Secure and AMD Silo AI explore adaptive AI routing across local, private and cloud infrastructure to help keep user data secure as AI agents work.

Powering the AI era: How wave energy can complement a 24/7 energy mix

CorPower Ocean, a Cisco Investments portfolio company, has explored how wave energy technology could complement other sources for 24/7 energy needs.

High-Throughput Structure Prediction with BioNeMo Inference Runtime

BioNeMo Inference Runtime enables proteome-scale biomolecular structure prediction for efficient worklist processing.

IBM and NASA Release Open-Source AI Model to Support Lunar Exploration

IBM and NASA release open-source Lunar Foundation Model to surface patterns across decades of lunar observations.

NASA, IBM Launch AI Foundation Model for Lunar Science

NASA and IBM launch AI foundation model to transform lunar surface analysis.

Satellite imagery gives experts a better understanding of conflict

Satellite data supports humanitarian conflict analysis to reduce civilian war toll.

Govern models with MLflow and Amazon SageMaker AI Model Registry sync: Part 2

AWS blog states governing models across accounts follows automatic model registration.

Govern models with MLflow and Amazon SageMaker AI Model Registry sync: Part 1

Managed MLflow on Amazon SageMaker AI now syncs richer model metadata, including training metrics, evaluation results, inference specs, and lineage, into the SageMaker AI Model Registry with lifecycle stage promotion.

Reduce inference cold starts on Amazon SageMaker HyperPod with model caching

Amazon SageMaker HyperPod now supports model caching for inference, pre-loading model weights and container images onto cluster nodes for local NVMe storage access.

Evolving With Agentic Risk: Updating Our Integrated AI Security & Safety Framework

Cisco introduced nine months ago a unified taxonomy to identify and mitigate AI security and safety risks.

Simplify and support your TorchServe workloads using Ray Serve Deep Learning Containers

TorchServe is no longer maintained, requiring teams to own the entire GPU inference stack.

Monitoring production agent lifecycle with AWS DevOps Agent and AgentCore Evaluations

AWS presents a dual-layer monitoring approach for production agents using Bedrock AgentCore Evaluations and DevOps Agent, demonstrated on a four-agent airline reservation system.

Beyond the price per token: Choosing the right OpenAI model on Amazon Bedrock for your workload

Choosing the right OpenAI model on Amazon Bedrock prioritizes outcomes over price per million tokens.

Reduce LLM latency with prefix-aware routing on Amazon SageMaker Inference

Amazon SageMaker Inference introduces prefix-aware routing to keep KV cache warm for shared prompt prefixes.

When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving

NVIDIA Developer Blog covers the topic: "When to Use Encode-Prefill-Decode Disaggregation to Accelerate Multimodal Model Serving".

ICYMI: What landed for AI builders in August 2026

AWS launched million-token context for OpenAI models, cross-Region inference, 14-day agent compute, and expanded GovCloud availability in August 2026.

d-Matrix Adopts NVIDIA NVLink Fusion for Rack-Scale XPU Deployment

d-Matrix announced it will use NVIDIA NVLink Fusion to connect its next-generation Raptor XPUs to NVIDIA's AI infrastructure platform.

MVICAD2: Multi-View Independent Component Analysis with Delays and Dilations

Machine learning techniques in multi-view settings face challenges integrating heterogeneous data, aligning feature spaces, and managing view-specific biases, particularly in neuroscience applications.

The yield imperative: Turning AI infrastructure into useful intelligence

Microsoft asks what defines progress in the next era, naming yield as the semiconductor industry's defining measure and questioning how elegance, time and infrastructure shape useful intelligence.

AWS Weekly Roundup: Welcome DuckLabs to the team, Agentic Resource Discovery (ARD), and more (August 31, 2026)

AWS has signed a definitive agreement to acquire DuckLabs, the Amsterdam-based company behind DuckDB, the open source analytical database that executes SQL directly against files like Parquet, CSV and JSON while remaining under its independent foundation.

AWS announces GPT-6 Astra availability on Amazon Bedrock

AWS presents the OpenAI model as generally available through its Bedrock inference platform.

Cisco shares a first-time analyst’s account of the Black Hat SOC

The account connects agentic workflows and technical tools with human mentorship during security investigations.

NVIDIA presents local AI tools and RTX Spark PCs at IFA

NVIDIA, Microsoft and partners describe tools for running agents locally, with compact RTX Spark Windows PCs announced for October.

Cisco outlines its Security Cloud role at Black Hat

Cisco presents its Security Cloud contribution to the Black Hat conferences and its work on agentic security operations.

AWS connects Outlook workflows with Amazon Quick

The account covers email, calendar and workflow automation using Amazon Quick's agents, Flows and Automate.

AWS connects HyperPod operations to an agent-driven control plane

AWS describes HyperPod InstantStart as an open-source control plane combining Amazon EKS orchestration with SageMaker HyperPod capabilities.

Cisco describes ThousandEyes' shift towards continuous promotion

Cisco reports that ThousandEyes moved from fragmented manual release cycles towards a centralised, GitOps-driven deployment model.

AMD reports progress towards its AI energy-efficiency target

AMD reports an estimated fourfold improvement in AI energy efficiency between 2024 and 2026.

Google outlines AI tools for advertising and analytics workflows

Google describes new AI and agentic experiences across Google Ads and Google Analytics.

Frontier Reasoning Reaches the Edge: How to Deploy and Optimize Models on NVIDIA Jetson

Running reasoning and agentic AI at the edge has been harder than it needs to be. Until recently, models capable of multi-step reasoning were too large to run.

Introducing WeatherNext 3, our most advanced and accurate global weather AI model

DeepMind announces its most advanced and accurate global weather AI model to date.

Migrate agentic workloads to Amazon Bedrock AgentCore

An agent that works in a notebook is not an agent in production. This post walks through migrating a LangGraph customer support agent to Amazon Bedrock AgentCore in two stages: onto Runtime, Gateway, and Memory, then to model-driven planning on Strands Agents, retiring operational burdens along the way.

NVIDIA PAIR Virtual Inference Router Expands Available Compute on Your Local Network

A lead agent can break a complex task into smaller jobs and assign those jobs to specialized subagents, learning to do more by working together.

Accessing OpenAI models on Amazon Bedrock from Australia with global cross-Region inference

Australian teams can now access OpenAI GPT-5.6 Sol, Terra, and Luna models on Amazon Bedrock with global cross-Region inference from the Asia Pacific (Sydney) and Asia Pacific (Melbourne) Regions. This post shows how to invoke the models, use prompt caching, set up Codex with OpenID Connect authentication, and monitor

Co-Designing AI Models Using Speculative Decoding for Faster LLM Inference

This post is the third in a series on AI model co-design. It explores how to accelerate LLM inference while maintaining accuracy using speculative decoding and...

NVIDIA Nemotron powers adaptive agentic cybersecurity system

Agentic systems coordinate work and pursue complex objectives over long horizons; security teams are beginning to deploy adaptive defences.

From theory to delivery: How Atos upskilled 400 engineers in agentic AI

When Atos set out to upskill 400 engineers in agentic AI, hands-on learning was the missing ingredient. Over three days, engineers built multi-agent systems on AWS through an AI League event. This post explains why Atos chose the format, what engineers built and learned, and what other enterprises should consider.

Build observable enterprise agentic retrieval using Managed Amazon Bedrock Knowledge Base with AWS CloudFormation

This post builds an enterprise agentic retrieval solution on the Amazon Bedrock Managed Knowledge Base and Amazon Bedrock AgentCore. An agent reasons, routes across multiple knowledge bases, and returns cited answers, with seven layers of observability and both on-demand and continuous evaluation, all deployed with a s

Agentic AI is changing how research is done

AI scientists can read papers, propose hypotheses, call models, and determine which experiments to prioritize next, as described in the NVIDIA Developer Blog overview of BioNeMo NIM Microservices.

IDEA Prune: An Integrated Enlarge-and-Prune Pipeline in Generative Language Model Pretraining

Recent advancements in large language models have intensified the need for efficient and deployable models within limited inference budgets. Structured pruning pipelines have shown promise in token efficiency compared to training target-size models from scratch.

Build multi-tenant agentic chat applications on enterprise data with Amazon Bedrock Managed Knowledge Base

Learn how to build a multi-tenant agentic document chat application on Amazon Bedrock Managed Knowledge Base, where users upload documents and immediately ask grounded questions. This post covers the ingestion and retrieval flows, the asynchronous indexing lifecycle, per-user data isolation, and best practices for oper

Deploy an Open Model from Checkpoint to Inference in Two Commands with NVIDIA TensorRT Model Connect

Open AI models are evolving faster than ever, but bringing them into native applications can still require model-specific conversion, preprocessing,...

How Decathlon runs demand forecasting at scale with Chronos-2

Decathlon, one of the world's largest sporting goods retailers, forecasts weekly demand for tens of thousands of products across multiple continents. Learn how they deployed Chronos-2 on AWS to improve forecast accuracy by 11-15 points while cutting operational complexity and running weekly inference for about $0.03.

With Groq 3 LPX in Full Production, NVIDIA Extends Vera Rubin Inference for Agents

The next era of AI inference won’t be defined by a single breakthrough chip, network or system. It’ll be defined by how every layer of the AI factory works together. That’s why NVIDIA is extending Vera Rubin NVL72 with fast token generation for agentic systems.

Intel Outlines Architectures for Agentic AI at Hot Chips 2026

Intel is showcasing three architectures for Agentic AI and Enterprise-scale workloads, combining the Diamond Rapids processor for high-performance orchestration, the Crescent Island GPU for efficient inference and the Wildcat Lake SoC for intelligent client and edge computing.

Spreading the load: How Salesforce met Multi-AZ HA with SageMaker Inference Components

Learn how Salesforce used Amazon SageMaker AI Inference Component placement (the SchedulingConfig parameter) to distribute model copies across multiple Availability Zones, meeting their Multi-AZ high availability compliance requirements without sacrificing the cost efficiency of multi-model co-hosting.

From Isolated Agents to Collective Intelligence: Why A2A Is the Protocol the Agentic SOC Has Been Waiting For

The Agentic SOC needs two protocols, not one. Learn how MCP and A2A work together as the vertical and horizontal layers of multi-agent security operations

OpenAI discontinues model provision to Cursor following SpaceX acquisition

OpenAI announces it is winding down its contract providing OpenAI models to Cursor following its acquisition by SpaceX.

The Hugging Face incident and the road ahead

OpenAI shares findings from the Hugging Face security incident and the steps being taken to strengthen AI model security, monitoring, and alignment.

Beyond Visual CoT: Internalized Visual Thinking for Proactive Video Reasoning

Multimodal large language models increasingly use visual chain-of-thought (Visual CoT) to reason about spatial, temporal, and embodied environments, with internalized visual thinking emerging as a proactive approach for video reasoning.

NVIDIA Vera Rubin NVL72 Sets New Efficiency Standard for AI Agents

OpenRouter data shows agentic AI workloads consume 15x more tokens than simple chat requests, driven by multi-step research and sub-agent coordination.

Alibaba Qwen3.8-Flash-Next Preview and Agentic Coding on NVIDIA GB300 NVL72

Developers can experiment with Qwen3.8-Flash-Next 176B model on NVIDIA GB300 NVL72, previewing the upcoming Qwen4 architecture for agentic coding tasks.

Build agentic creative workflows with Amazon Quick and fal

Creative teams produce more assets than ever, but fragmented tools and manual context transfer slow production. This post shows how to build a reusable agent harness with Amazon Quick and fal, connected through the Model Context Protocol (MCP), using two hands-on workflows: an eight-panel storyboard and a music-video c

Amazon Bedrock adds India cross-Region inference for OpenAI GPT-5.6 models

New capability allows scale processing of Terra and Luna models while keeping data within India for local compliance requirements.

Amazon Bedrock Expands OpenAI GPT-5.6 Model Access in India

New geographic cross-Region inference capability allows local data processing requirements to be met while keeping inference requests and data within India.

Alibaba Qwen3.8-Flash-Next Preview Released on NVIDIA GB300 NVL72

Model weights released as preview of upcoming Qwen4 architecture for developers to experiment with and evaluate agentic coding capabilities.

Agentic observability with Amazon OpenSearch Service MCP Apps

Amazon OpenSearch Service now supports MCP Apps, which return interactive visualizations alongside your AI agent's text responses. Learn how a single, locally run MCP server lets your agent move from alert to trace to logs to root cause in one conversation, and how you can verify every step inline without leaving your

Hugging Face Inference Endpoints, Jobs, and Buckets Power Search on Papers with Code

Hugging Face Inference Endpoints, Jobs, and Buckets provide the infrastructure for searching papers with code, enabling researchers to find and experiment with models efficiently.

AWS SageMaker HyperPod adds managed Ray support on Amazon EKS

AWS Machine Learning Blog announces new Ray capabilities on SageMaker HyperPod, enabling managed Ray clusters on Amazon EKS with out-of-the-box observability and resilient distributed training and accelerated inference.

Up to 3.2x Faster Inference with LFM2.5-DSpark

OpenAI unveils Jalapeño inference chip for AI workloads

OpenAI News reports Jalapeño is a custom inference chip delivering faster, more power-efficient AI inference with higher throughput and lower latency for modern models.

Why agentic AI is a systems challenge

As AI agents move from generating answers to autonomously achieving increasingly complex goals, performance depends on how effectively compute, memory, software, networking, security, and power management work together as a system.

Restore LLM Inference Capacity in Seconds with Shadow Engine Recovery in NVIDIA Dynamo

When an LLM engine process fails, the standard recovery path involves a cold restart. This requires loading weights into HBM from storage, compiling kernels,...

Six in 10 Leaders Bet Big on Robots. Only Four in 10 Are Ready.

Intel Newsroom reports that 60% of senior business and IT leaders, robotics specialists, government and healthcare officials expect their organizations to operate robot fleets within five years, with leaders predicting full-scale robotics deployment could double operational output.

Cross-lingual Knowledge Transfer under Data Constraints via Lexical Interventions

Apple Machine Learning Research explores methods for transferring knowledge across languages when target language data is scarce, focusing on scientific reasoning, commonsense inference, and world knowledge.

NVIDIA Vera Rubin and Blackwell Set a New Standard for Agentic AI Performance per Watt

NVIDIA Developer Blog outlines advancements in AI agent hardware and performance efficiency for multi-step workflows.

AWS Agent Registry Introduces Open Agentic Resource Discovery Standard

Centralized catalog for agents, tools, and skills enables cross-environment discovery and governance at scale.